Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 125047 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 37.2 MiB |
| Average record size in memory | 312.0 B |
Variable types
| CAT | 21 |
|---|---|
| NUM | 17 |
| UNSUPPORTED | 1 |
Reproduction
| Analysis started | 2020-05-23 04:52:50.378442 |
|---|---|
| Analysis finished | 2020-05-23 04:55:51.517629 |
| Duration | 3 minutes and 1.14 second |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
CloseDate has a high cardinality: 5066 distinct values | High cardinality |
ElementarySchoolName has a high cardinality: 185 distinct values | High cardinality |
HighSchoolName has a high cardinality: 80 distinct values | High cardinality |
MiddleSchoolName has a high cardinality: 90 distinct values | High cardinality |
StreetName has a high cardinality: 15170 distinct values | High cardinality |
StreetNumber has a high cardinality: 10358 distinct values | High cardinality |
ArchitecturalStyle has a high cardinality: 265 distinct values | High cardinality |
TaxLegalDescription has a high cardinality: 61975 distinct values | High cardinality |
CurrentPrice is highly correlated with ClosePrice and 1 other fields | High correlation |
ClosePrice is highly correlated with CurrentPrice and 1 other fields | High correlation |
ListPrice is highly correlated with ClosePrice and 1 other fields | High correlation |
City is highly correlated with PostalCode | High correlation |
PostalCode is highly correlated with City | High correlation |
SchoolDistrict is highly correlated with HighSchoolName | High correlation |
HighSchoolName is highly correlated with SchoolDistrict | High correlation |
OriginalListPrice is highly skewed (γ1 = 233.4566206) | Skewed |
RATIO_ClosePrice_By_ListPrice is highly skewed (γ1 = 344.1918627) | Skewed |
RATIO_ClosePrice_By_OriginalListPrice is highly skewed (γ1 = 274.7697374) | Skewed |
df_index has unique values | Unique |
MLSNumber has unique values | Unique |
PoolYN is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DOM has 1721 (1.4%) zeros | Zeros |
| Distinct count | 125047 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108788.37733012387 |
|---|---|
| Minimum | 0 |
| Maximum | 213410 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11786.3 |
| Q1 | 55937.5 |
| median | 109879 |
| Q3 | 162497.5 |
| 95-th percentile | 203452.7 |
| Maximum | 213410 |
| Range | 213410 |
| Interquartile range (IQR) | 106560 |
Descriptive statistics
| Standard deviation | 61390.45463 |
|---|---|
| Coefficient of variation (CV) | 0.5643107852 |
| Kurtosis | -1.198913273 |
| Mean | 108788.3773 |
| Median Absolute Deviation (MAD) | 53122 |
| Skewness | -0.03591243307 |
| Sum | 1.360366022e+10 |
| Variance | 3768787920 |
| Value | Count | Frequency (%) | |
| 8188 | 1 | < 0.1% | |
| 133995 | 1 | < 0.1% | |
| 146285 | 1 | < 0.1% | |
| 140142 | 1 | < 0.1% | |
| 142191 | 1 | < 0.1% | |
| 187249 | 1 | < 0.1% | |
| 181106 | 1 | < 0.1% | |
| 183155 | 1 | < 0.1% | |
| 195445 | 1 | < 0.1% | |
| 189302 | 1 | < 0.1% | |
| Other values (125037) | 125037 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 213410 | 1 | < 0.1% | |
| 213408 | 1 | < 0.1% | |
| 213404 | 1 | < 0.1% | |
| 213403 | 1 | < 0.1% | |
| 213400 | 1 | < 0.1% |
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| 75070 | |
|---|---|
| 75035 | |
| 75025 | |
| 75023 | |
| 75071 | |
| Other values (18) |
| Value | Count | Frequency (%) | |
| 75070 | 25294 | 20.2% | |
| 75035 | 15458 | 12.4% | |
| 75025 | 12210 | 9.8% | |
| 75023 | 11408 | 9.1% | |
| 75071 | 10997 | 8.8% | |
| 75093 | 10453 | 8.4% | |
| 75074 | 7817 | 6.3% | |
| 75075 | 7643 | 6.1% | |
| 75069 | 6151 | 4.9% | |
| 75024 | 6018 | 4.8% | |
| Other values (13) | 11598 | 9.3% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
BathsTotal
Real number (ℝ≥0)
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5102419043215125 |
|---|---|
| Minimum | 0.2 |
| Maximum | 4.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2.1 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 4.4 |
| Range | 4.2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7130176022 |
|---|---|
| Coefficient of variation (CV) | 0.2840433828 |
| Kurtosis | -0.1044490754 |
| Mean | 2.510241904 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.7876034045 |
| Sum | 313898.2194 |
| Variance | 0.508394101 |
| Value | Count | Frequency (%) | |
| 2 | 45464 | 36.4% | |
| 2.1 | 26942 | 21.5% | |
| 3.1 | 16990 | 13.6% | |
| 3 | 16616 | 13.3% | |
| 4 | 7499 | 6.0% | |
| 4.1 | 4897 | 3.9% | |
| 2.554600004 | 2189 | 1.8% | |
| 1 | 1582 | 1.3% | |
| 1.1 | 1342 | 1.1% | |
| 3.2 | 642 | 0.5% | |
| Other values (14) | 884 | 0.7% |
| Value | Count | Frequency (%) | |
| 0.2 | 4 | < 0.1% | |
| 1 | 1582 | 1.3% | |
| 1.1 | 1342 | 1.1% | |
| 1.2 | 6 | < 0.1% | |
| 1.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.4 | 2 | < 0.1% | |
| 4.3 | 33 | < 0.1% | |
| 4.2 | 529 | 0.4% | |
| 4.1 | 4897 | 3.9% | |
| 4 | 7499 | 6.0% |
BedsTotal
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6888161098080356 |
|---|---|
| Minimum | 2.0 |
| Maximum | 6.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7608766784 |
|---|---|
| Coefficient of variation (CV) | 0.2062658196 |
| Kurtosis | -0.1310451097 |
| Mean | 3.68881611 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1431610738 |
| Sum | 461275.3881 |
| Variance | 0.5789333197 |
| Value | Count | Frequency (%) | |
| 4 | 57469 | 46.0% | |
| 3 | 45976 | 36.8% | |
| 5 | 15420 | 12.3% | |
| 2 | 4939 | 3.9% | |
| 6 | 827 | 0.7% | |
| 3.681221354 | 416 | 0.3% |
| Value | Count | Frequency (%) | |
| 2 | 4939 | 3.9% | |
| 3 | 45976 | 36.8% | |
| 3.681221354 | 416 | 0.3% | |
| 4 | 57469 | 46.0% | |
| 5 | 15420 | 12.3% |
| Value | Count | Frequency (%) | |
| 6 | 827 | 0.7% | |
| 5 | 15420 | 12.3% | |
| 4 | 57469 | 46.0% | |
| 3.681221354 | 416 | 0.3% | |
| 3 | 45976 | 36.8% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Plano | |
|---|---|
| McKinney | |
| Frisco | |
| Prosper | 3172 |
| Fairview | 2350 |
| Value | Count | Frequency (%) | |
| Plano | 55958 | 44.7% | |
| McKinney | 41612 | 33.3% | |
| Frisco | 21955 | 17.6% | |
| Prosper | 3172 | 2.5% | |
| Fairview | 2350 | 1.9% |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.280998345 |
| Min length | 5 |
| Distinct count | 5066 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| 6/30/2005 | 144 |
|---|---|
| 6/28/2013 | 117 |
| 6/30/2006 | 116 |
| 6/30/2016 | 116 |
| 6/30/2014 | 108 |
| Other values (5061) |
| Value | Count | Frequency (%) | |
| 6/30/2005 | 144 | 0.1% | |
| 6/28/2013 | 117 | 0.1% | |
| 6/30/2006 | 116 | 0.1% | |
| 6/30/2016 | 116 | 0.1% | |
| 6/30/2014 | 108 | 0.1% | |
| 4/28/2006 | 102 | 0.1% | |
| 6/30/2017 | 101 | 0.1% | |
| 7/31/2013 | 101 | 0.1% | |
| 5/29/2015 | 100 | 0.1% | |
| 7/31/2017 | 100 | 0.1% | |
| Other values (5056) | 123942 | 99.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.990659512 |
| Min length | 8 |
| Distinct count | 9358 |
|---|---|
| Unique (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 268627.58233656303 |
|---|---|
| Minimum | 70.0 |
| Maximum | 859000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 119900 |
| Q1 | 173000 |
| median | 243500 |
| Q3 | 327000 |
| 95-th percentile | 529000 |
| Maximum | 859000 |
| Range | 858930 |
| Interquartile range (IQR) | 154000 |
Descriptive statistics
| Standard deviation | 131072.3245 |
|---|---|
| Coefficient of variation (CV) | 0.4879332322 |
| Kurtosis | 2.565569061 |
| Mean | 268627.5823 |
| Median Absolute Deviation (MAD) | 75000 |
| Skewness | 1.39983177 |
| Sum | 3.359107329e+10 |
| Variance | 1.717995425e+10 |
| Value | Count | Frequency (%) | |
| 282180.7367 | 2079 | 1.7% | |
| 250000 | 1016 | 0.8% | |
| 225000 | 893 | 0.7% | |
| 275000 | 882 | 0.7% | |
| 300000 | 833 | 0.7% | |
| 260000 | 797 | 0.6% | |
| 265000 | 792 | 0.6% | |
| 215000 | 782 | 0.6% | |
| 165000 | 779 | 0.6% | |
| 210000 | 775 | 0.6% | |
| Other values (9348) | 115419 | 92.3% |
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 859000 | 2 | < 0.1% | |
| 857500 | 2 | < 0.1% | |
| 857000 | 2 | < 0.1% | |
| 856000 | 1 | < 0.1% | |
| 855000 | 14 | < 0.1% |
| Distinct count | 9357 |
|---|---|
| Unique (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 268624.7138869516 |
|---|---|
| Minimum | 70.0 |
| Maximum | 859000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 119900 |
| Q1 | 173000 |
| median | 243500 |
| Q3 | 327000 |
| 95-th percentile | 529000 |
| Maximum | 859000 |
| Range | 858930 |
| Interquartile range (IQR) | 154000 |
Descriptive statistics
| Standard deviation | 131067.9174 |
|---|---|
| Coefficient of variation (CV) | 0.4879220363 |
| Kurtosis | 2.565871441 |
| Mean | 268624.7139 |
| Median Absolute Deviation (MAD) | 75000 |
| Skewness | 1.39984281 |
| Sum | 3.35907146e+10 |
| Variance | 1.717879897e+10 |
| Value | Count | Frequency (%) | |
| 282184.7647 | 2080 | 1.7% | |
| 250000 | 1016 | 0.8% | |
| 225000 | 893 | 0.7% | |
| 275000 | 882 | 0.7% | |
| 300000 | 833 | 0.7% | |
| 260000 | 797 | 0.6% | |
| 265000 | 792 | 0.6% | |
| 215000 | 782 | 0.6% | |
| 165000 | 779 | 0.6% | |
| 210000 | 775 | 0.6% | |
| Other values (9347) | 115418 | 92.3% |
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 859000 | 2 | < 0.1% | |
| 857500 | 2 | < 0.1% | |
| 857000 | 2 | < 0.1% | |
| 856000 | 1 | < 0.1% | |
| 855000 | 14 | < 0.1% |
| Distinct count | 270 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.46638886885942 |
|---|---|
| Minimum | -97.0 |
| Maximum | 230.0 |
| Zeros | 1721 |
| Zeros (%) | 1.4% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | -97 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 27 |
| Q3 | 62 |
| 95-th percentile | 143 |
| Maximum | 230 |
| Range | 327 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 45.60984764 |
|---|---|
| Coefficient of variation (CV) | 1.049313017 |
| Kurtosis | 2.062862347 |
| Mean | 43.46638887 |
| Median Absolute Deviation (MAD) | 21.89610227 |
| Skewness | 1.525618601 |
| Sum | 5435341.529 |
| Variance | 2080.258201 |
| Value | Count | Frequency (%) | |
| 3 | 5029 | 4.0% | |
| 4 | 4835 | 3.9% | |
| 5 | 4116 | 3.3% | |
| 2 | 3701 | 3.0% | |
| 6 | 3270 | 2.6% | |
| 7 | 3034 | 2.4% | |
| 10 | 2548 | 2.0% | |
| 8 | 2542 | 2.0% | |
| 11 | 2271 | 1.8% | |
| 9 | 2215 | 1.8% | |
| Other values (260) | 91486 | 73.2% |
| Value | Count | Frequency (%) | |
| -97 | 15 | < 0.1% | |
| -67 | 1 | < 0.1% | |
| -58 | 1 | < 0.1% | |
| -41 | 2 | < 0.1% | |
| -39 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 230 | 32 | < 0.1% | |
| 229 | 30 | < 0.1% | |
| 228 | 24 | < 0.1% | |
| 227 | 33 | < 0.1% | |
| 226 | 33 | < 0.1% |
| Distinct count | 185 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Christie | 4841 |
|---|---|
| Thomas | 2615 |
| Glenoaks | 2520 |
| Johnson | 2502 |
| Curtsinger | 2327 |
| Other values (180) |
| Value | Count | Frequency (%) | |
| Christie | 4841 | 3.9% | |
| Thomas | 2615 | 2.1% | |
| Glenoaks | 2520 | 2.0% | |
| Johnson | 2502 | 2.0% | |
| Curtsinger | 2327 | 1.9% | |
| Gunstream | 2300 | 1.8% | |
| Bennett | 2261 | 1.8% | |
| Shawnee | 2193 | 1.8% | |
| Spears | 2149 | 1.7% | |
| Wolford | 2115 | 1.7% | |
| Other values (175) | 99224 | 79.3% |
Length
| Max length | 27 |
|---|---|
| Median length | 7 |
| Mean length | 7.630498932 |
| Min length | 3 |
| Distinct count | 80 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Mckinney | 12883 |
|---|---|
| Jasper | 11979 |
| Clark | 11430 |
| Centennial | 10792 |
| Vines | 10303 |
| Other values (75) |
| Value | Count | Frequency (%) | |
| Mckinney | 12883 | 10.3% | |
| Jasper | 11979 | 9.6% | |
| Clark | 11430 | 9.1% | |
| Centennial | 10792 | 8.6% | |
| Vines | 10303 | 8.2% | |
| Mckinney Boyd | 10010 | 8.0% | |
| Shepton | 7880 | 6.3% | |
| Frisco | 7816 | 6.3% | |
| Mckinneyno | 7659 | 6.1% | |
| Williams | 6692 | 5.4% | |
| Other values (70) | 27603 | 22.1% |
Length
| Max length | 23 |
|---|---|
| Median length | 7 |
| Mean length | 7.72353595 |
| Min length | 4 |
AssociationType
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Mandatory | |
|---|---|
| None | |
| Voluntary | 7155 |
| Value | Count | Frequency (%) | |
| Mandatory | 80000 | 64.0% | |
| None | 37892 | 30.3% | |
| Voluntary | 7155 | 5.7% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.484889681 |
| Min length | 4 |
| Distinct count | 5647 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 273888.9817317989 |
|---|---|
| Minimum | 1.0 |
| Maximum | 899500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 121000 |
| Q1 | 175000 |
| median | 248000 |
| Q3 | 330000 |
| 95-th percentile | 545000 |
| Maximum | 899500 |
| Range | 899499 |
| Interquartile range (IQR) | 155000 |
Descriptive statistics
| Standard deviation | 135708.2807 |
|---|---|
| Coefficient of variation (CV) | 0.4954864551 |
| Kurtosis | 2.875316044 |
| Mean | 273888.9817 |
| Median Absolute Deviation (MAD) | 77000 |
| Skewness | 1.476243523 |
| Sum | 3.42489955e+10 |
| Variance | 1.841673744e+10 |
| Value | Count | Frequency (%) | |
| 288190.4166 | 1994 | 1.6% | |
| 169900 | 1496 | 1.2% | |
| 159900 | 1334 | 1.1% | |
| 179900 | 1329 | 1.1% | |
| 249900 | 1326 | 1.1% | |
| 199900 | 1306 | 1.0% | |
| 189900 | 1247 | 1.0% | |
| 149900 | 1199 | 1.0% | |
| 299900 | 1179 | 0.9% | |
| 225000 | 1084 | 0.9% | |
| Other values (5637) | 111553 | 89.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 1995 | 1 | < 0.1% | |
| 9900 | 1 | < 0.1% | |
| 13200 | 2 | < 0.1% | |
| 13500 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 899500 | 2 | < 0.1% | |
| 899000 | 66 | 0.1% | |
| 898800 | 1 | < 0.1% | |
| 897500 | 1 | < 0.1% | |
| 897000 | 2 | < 0.1% |
LotSize
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Less Than .5 Acre (not Zero) | |
|---|---|
| .5 Acre to .99 Acre | 5858 |
| Condo/Townhome Lot | 3107 |
| Zero Lot | 2552 |
| 1 Acre to 2.99 Acres | 2383 |
| Other values (6) | 591 |
| Value | Count | Frequency (%) | |
| Less Than .5 Acre (not Zero) | 110556 | 88.4% | |
| .5 Acre to .99 Acre | 5858 | 4.7% | |
| Condo/Townhome Lot | 3107 | 2.5% | |
| Zero Lot | 2552 | 2.0% | |
| 1 Acre to 2.99 Acres | 2383 | 1.9% | |
| 3 Acres to 4.99 Acres | 290 | 0.2% | |
| 5 Acres to 9.99 Acres | 153 | 0.1% | |
| 10 Acres to 49.99 Acres | 124 | 0.1% | |
| Unknown | 14 | < 0.1% | |
| Over 100 Acres | 8 | < 0.1% |
Length
| Max length | 28 |
|---|---|
| Median length | 28 |
| Mean length | 26.7361792 |
| Min length | 7 |
| Distinct count | 90 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Dowell | 8053 |
|---|---|
| Evans | 6793 |
| Carpenter | 6686 |
| Faubion | 6648 |
| Renner | 6150 |
| Other values (85) |
| Value | Count | Frequency (%) | |
| Dowell | 8053 | 6.4% | |
| Evans | 6793 | 5.4% | |
| Carpenter | 6686 | 5.3% | |
| Faubion | 6648 | 5.3% | |
| Renner | 6150 | 4.9% | |
| Wester | 6076 | 4.9% | |
| Clark | 6073 | 4.9% | |
| Haggard | 5842 | 4.7% | |
| Roach | 5345 | 4.3% | |
| Robinson | 4876 | 3.9% | |
| Other values (80) | 62505 | 50.0% |
Length
| Max length | 23 |
|---|---|
| Median length | 6 |
| Mean length | 7.04351164 |
| Min length | 4 |
| Distinct count | 125047 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11938490.22800227 |
|---|---|
| Minimum | 9308485.0 |
| Maximum | 14320678.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 9308485 |
|---|---|
| 5-th percentile | 9697603.9 |
| Q1 | 10755366 |
| median | 11775494 |
| Q3 | 13349744.5 |
| 95-th percentile | 14062955.9 |
| Maximum | 14320678 |
| Range | 5012193 |
| Interquartile range (IQR) | 2594378.5 |
Descriptive statistics
| Standard deviation | 1397764.156 |
|---|---|
| Coefficient of variation (CV) | 0.1170804791 |
| Kurtosis | -1.27244711 |
| Mean | 11938490.23 |
| Median Absolute Deviation (MAD) | 1315558 |
| Skewness | 0.09434734044 |
| Sum | 1.492872388e+12 |
| Variance | 1.953744635e+12 |
| Value | Count | Frequency (%) | |
| 13224938 | 1 | < 0.1% | |
| 13978170 | 1 | < 0.1% | |
| 12147595 | 1 | < 0.1% | |
| 13978237 | 1 | < 0.1% | |
| 13978250 | 1 | < 0.1% | |
| 13439447 | 1 | < 0.1% | |
| 13978368 | 1 | < 0.1% | |
| 13978455 | 1 | < 0.1% | |
| 13978474 | 1 | < 0.1% | |
| 9719461 | 1 | < 0.1% | |
| Other values (125037) | 125037 | > 99.9% |
| Value | Count | Frequency (%) | |
| 9308485 | 1 | < 0.1% | |
| 9325434 | 1 | < 0.1% | |
| 9326879 | 1 | < 0.1% | |
| 9377660 | 1 | < 0.1% | |
| 9388582 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14320678 | 1 | < 0.1% | |
| 14320220 | 1 | < 0.1% | |
| 14313727 | 1 | < 0.1% | |
| 14311113 | 1 | < 0.1% | |
| 14311028 | 1 | < 0.1% |
NumberOfDiningAreas
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7632680211805638 |
|---|---|
| Minimum | 1.0 |
| Maximum | 3.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4298011944 |
|---|---|
| Coefficient of variation (CV) | 0.2437526169 |
| Kurtosis | -0.3910830869 |
| Mean | 1.763268021 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.146245877 |
| Sum | 220491.3762 |
| Variance | 0.1847290667 |
| Value | Count | Frequency (%) | |
| 2 | 94294 | 75.4% | |
| 1 | 29750 | 23.8% | |
| 1.755293788 | 685 | 0.5% | |
| 3 | 316 | 0.3% | |
| 1.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 29750 | 23.8% | |
| 1.5 | 2 | < 0.1% | |
| 1.755293788 | 685 | 0.5% | |
| 2 | 94294 | 75.4% | |
| 3 | 316 | 0.3% |
| Value | Count | Frequency (%) | |
| 3 | 316 | 0.3% | |
| 2 | 94294 | 75.4% | |
| 1.755293788 | 685 | 0.5% | |
| 1.5 | 2 | < 0.1% | |
| 1 | 29750 | 23.8% |
NumberOfLivingAreas
Real number (ℝ≥0)
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0350264391194055 |
|---|---|
| Minimum | 0.0 |
| Maximum | 4.0 |
| Zeros | 66 |
| Zeros (%) | 0.1% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.8487602172 |
|---|---|
| Coefficient of variation (CV) | 0.4170757691 |
| Kurtosis | -0.5603384385 |
| Mean | 2.035026439 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.3995845167 |
| Sum | 254473.9511 |
| Variance | 0.7203939063 |
| Value | Count | Frequency (%) | |
| 2 | 51847 | 41.5% | |
| 1 | 36748 | 29.4% | |
| 3 | 29138 | 23.3% | |
| 4 | 6020 | 4.8% | |
| 2.067197337 | 1227 | 1.0% | |
| 0 | 66 | 0.1% | |
| 1.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 66 | 0.1% | |
| 1 | 36748 | 29.4% | |
| 1.5 | 1 | < 0.1% | |
| 2 | 51847 | 41.5% | |
| 2.067197337 | 1227 | 1.0% |
| Value | Count | Frequency (%) | |
| 4 | 6020 | 4.8% | |
| 3 | 29138 | 23.3% | |
| 2.067197337 | 1227 | 1.0% | |
| 2 | 51847 | 41.5% | |
| 1.5 | 1 | < 0.1% |
NumberOfStories
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.531559384031412 |
|---|---|
| Minimum | 0.0 |
| Maximum | 3.0 |
| Zeros | 239 |
| Zeros (%) | 0.2% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5109986696 |
|---|---|
| Coefficient of variation (CV) | 0.3336460048 |
| Kurtosis | -1.642502973 |
| Mean | 1.531559384 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.07586873524 |
| Sum | 191516.9063 |
| Variance | 0.2611196403 |
| Value | Count | Frequency (%) | |
| 2 | 65662 | 52.5% | |
| 1 | 58613 | 46.9% | |
| 3 | 520 | 0.4% | |
| 0 | 239 | 0.2% | |
| 1.53125346 | 13 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 239 | 0.2% | |
| 1 | 58613 | 46.9% | |
| 1.53125346 | 13 | < 0.1% | |
| 2 | 65662 | 52.5% | |
| 3 | 520 | 0.4% |
| Value | Count | Frequency (%) | |
| 3 | 520 | 0.4% | |
| 2 | 65662 | 52.5% | |
| 1.53125346 | 13 | < 0.1% | |
| 1 | 58613 | 46.9% | |
| 0 | 239 | 0.2% |
Occupancy
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Owner | |
|---|---|
| Vacant | |
| Unknown | |
| Tenant | 2756 |
| Value | Count | Frequency (%) | |
| Owner | 69583 | 55.6% | |
| Vacant | 29731 | 23.8% | |
| Unknown | 22977 | 18.4% | |
| Tenant | 2756 | 2.2% |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.627292138 |
| Min length | 5 |
| Distinct count | 6116 |
|---|---|
| Unique (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305920.79019488674 |
|---|---|
| Minimum | 0.0 |
| Maximum | 430000000.0 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 124900 |
| Q1 | 179000 |
| median | 249900 |
| Q3 | 349894 |
| 95-th percentile | 619000 |
| Maximum | 430000000 |
| Range | 430000000 |
| Interquartile range (IQR) | 170894 |
Descriptive statistics
| Standard deviation | 1548209.316 |
|---|---|
| Coefficient of variation (CV) | 5.06081759 |
| Kurtosis | 59021.371 |
| Mean | 305920.7902 |
| Median Absolute Deviation (MAD) | 80000 |
| Skewness | 233.4566206 |
| Sum | 3.825447705e+10 |
| Variance | 2.396952086e+12 |
| Value | Count | Frequency (%) | |
| 169900 | 1372 | 1.1% | |
| 179900 | 1298 | 1.0% | |
| 249900 | 1253 | 1.0% | |
| 189900 | 1213 | 1.0% | |
| 159900 | 1206 | 1.0% | |
| 199900 | 1192 | 1.0% | |
| 299900 | 1121 | 0.9% | |
| 225000 | 1086 | 0.9% | |
| 149900 | 1068 | 0.9% | |
| 275000 | 1045 | 0.8% | |
| Other values (6106) | 113193 | 90.5% |
| Value | Count | Frequency (%) | |
| 0 | 17 | < 0.1% | |
| 1 | 10 | < 0.1% | |
| 320 | 1 | < 0.1% | |
| 1000 | 3 | < 0.1% | |
| 1990 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 430000000 | 1 | < 0.1% | |
| 299900900 | 1 | < 0.1% | |
| 126500000 | 1 | < 0.1% | |
| 34990000 | 1 | < 0.1% | |
| 27990000 | 1 | < 0.1% |
ParkingSpacesGarage
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| 2 | |
|---|---|
| 3 | |
| 2.121943479 | 5163 |
| 1 | 2258 |
| Value | Count | Frequency (%) | |
| 2 | 95365 | 76.3% | |
| 3 | 22261 | 17.8% | |
| 2.121943479 | 5163 | 4.1% | |
| 1 | 2258 | 1.8% |
Length
| Max length | 18 |
|---|---|
| Median length | 3 |
| Mean length | 3.619327133 |
| Min length | 3 |
PropertySubType
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| RES-Single Family | |
|---|---|
| RES-Townhouse | 3932 |
| RES-Condo | 1562 |
| RES-Half Duplex | 841 |
| RES-Farm/Ranch | 59 |
| Value | Count | Frequency (%) | |
| RES-Single Family | 118653 | 94.9% | |
| RES-Townhouse | 3932 | 3.1% | |
| RES-Condo | 1562 | 1.2% | |
| RES-Half Duplex | 841 | 0.7% | |
| RES-Farm/Ranch | 59 | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.75942646 |
| Min length | 9 |
| Distinct count | 15560 |
|---|---|
| Unique (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9845620951573829 |
|---|---|
| Minimum | 0.0005200000000000001 |
| Maximum | 150.37594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0.00052 |
|---|---|
| 5-th percentile | 0.92616 |
| Q1 | 0.96705 |
| median | 0.98527 |
| Q3 | 1 |
| 95-th percentile | 1.035417 |
| Maximum | 150.37594 |
| Range | 150.37542 |
| Interquartile range (IQR) | 0.03295 |
Descriptive statistics
| Standard deviation | 0.4263594304 |
|---|---|
| Coefficient of variation (CV) | 0.4330447338 |
| Kurtosis | 120545.468 |
| Mean | 0.9845620952 |
| Median Absolute Deviation (MAD) | 0.01488 |
| Skewness | 344.1918627 |
| Sum | 123116.5363 |
| Variance | 0.1817823639 |
| Value | Count | Frequency (%) | |
| 1 | 17723 | 14.2% | |
| 0.98039 | 289 | 0.2% | |
| 0.96 | 277 | 0.2% | |
| 0.97143 | 267 | 0.2% | |
| 0.97778 | 256 | 0.2% | |
| 0.97561 | 256 | 0.2% | |
| 0.95238 | 251 | 0.2% | |
| 0.96667 | 242 | 0.2% | |
| 0.96774 | 241 | 0.2% | |
| 0.98 | 235 | 0.2% | |
| Other values (15550) | 105010 | 84.0% |
| Value | Count | Frequency (%) | |
| 0.00052 | 1 | < 0.1% | |
| 0.00054 | 1 | < 0.1% | |
| 0.00095 | 1 | < 0.1% | |
| 0.00096 | 1 | < 0.1% | |
| 0.00097 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 150.37594 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 9.47867 | 1 | < 0.1% | |
| 7.54717 | 1 | < 0.1% | |
| 3.625 | 1 | < 0.1% |
| Distinct count | 20716 |
|---|---|
| Unique (%) | 16.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9858464229778092 |
|---|---|
| Minimum | 0.0005099999999999999 |
| Maximum | 937.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0.00051 |
|---|---|
| 5-th percentile | 0.86765 |
| Q1 | 0.94313 |
| median | 0.9742 |
| Q3 | 1 |
| 95-th percentile | 1.034958 |
| Maximum | 937.5 |
| Range | 937.49949 |
| Interquartile range (IQR) | 0.05687 |
Descriptive statistics
| Standard deviation | 2.926540441 |
|---|---|
| Coefficient of variation (CV) | 2.968556129 |
| Kurtosis | 84872.10176 |
| Mean | 0.985846423 |
| Median Absolute Deviation (MAD) | 0.0258 |
| Skewness | 274.7697374 |
| Sum | 123277.1377 |
| Variance | 8.564638954 |
| Value | Count | Frequency (%) | |
| 1 | 12555 | 10.0% | |
| 0.95238 | 282 | 0.2% | |
| 0.96 | 259 | 0.2% | |
| 0.97143 | 228 | 0.2% | |
| 0.96667 | 216 | 0.2% | |
| 0.95 | 216 | 0.2% | |
| 0.93333 | 214 | 0.2% | |
| 0.96774 | 208 | 0.2% | |
| 0.90909 | 199 | 0.2% | |
| 0.98039 | 197 | 0.2% | |
| Other values (20706) | 110473 | 88.3% |
| Value | Count | Frequency (%) | |
| 0.00051 | 1 | < 0.1% | |
| 0.00052 | 1 | < 0.1% | |
| 0.00092 | 1 | < 0.1% | |
| 0.00093 | 1 | < 0.1% | |
| 0.00094 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 937.5 | 1 | < 0.1% | |
| 282 | 1 | < 0.1% | |
| 208 | 1 | < 0.1% | |
| 150.37594 | 1 | < 0.1% | |
| 139.9 | 1 | < 0.1% |
RATIO_CurrentPrice_By_SQFT
Real number (ℝ≥0)
| Distinct count | 15309 |
|---|---|
| Unique (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.8170377689334 |
|---|---|
| Minimum | 0.03 |
| Maximum | 234.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 64.6 |
| Q1 | 81 |
| median | 97.83 |
| Q3 | 125.16 |
| 95-th percentile | 163.45 |
| Maximum | 234.31 |
| Range | 234.28 |
| Interquartile range (IQR) | 44.16 |
Descriptive statistics
| Standard deviation | 31.73609278 |
|---|---|
| Coefficient of variation (CV) | 0.3027760892 |
| Kurtosis | 0.5280328958 |
| Mean | 104.8170378 |
| Median Absolute Deviation (MAD) | 20.19 |
| Skewness | 0.8109784016 |
| Sum | 13107056.12 |
| Variance | 1007.179585 |
| Value | Count | Frequency (%) | |
| 104.6334281 | 495 | 0.4% | |
| 100 | 78 | 0.1% | |
| 83.33 | 76 | 0.1% | |
| 125 | 59 | < 0.1% | |
| 90.91 | 53 | < 0.1% | |
| 111.11 | 44 | < 0.1% | |
| 83.29 | 42 | < 0.1% | |
| 85.71 | 40 | < 0.1% | |
| 89.29 | 39 | < 0.1% | |
| 76.92 | 39 | < 0.1% | |
| Other values (15299) | 124082 | 99.2% |
| Value | Count | Frequency (%) | |
| 0.03 | 1 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.07 | 1 | < 0.1% | |
| 0.08 | 2 | < 0.1% | |
| 0.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 234.31 | 1 | < 0.1% | |
| 234.26 | 1 | < 0.1% | |
| 234.24 | 1 | < 0.1% | |
| 234.23 | 1 | < 0.1% | |
| 234.1 | 1 | < 0.1% |
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Plano ISD | |
|---|---|
| Frisco ISD | |
| McKinney ISD | |
| Unknown | 7900 |
| Prosper ISD | 6315 |
| Other values (9) | 2920 |
| Value | Count | Frequency (%) | |
| Plano ISD | 46121 | 36.9% | |
| Frisco ISD | 32580 | 26.1% | |
| McKinney ISD | 29211 | 23.4% | |
| Unknown | 7900 | 6.3% | |
| Prosper ISD | 6315 | 5.1% | |
| Lovejoy ISD | 1695 | 1.4% | |
| Allen ISD | 727 | 0.6% | |
| Lewisville ISD | 283 | 0.2% | |
| Melissa ISD | 135 | 0.1% | |
| Princeton ISD | 43 | < 0.1% | |
| Other values (4) | 37 | < 0.1% |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 9.978368134 |
| Min length | 7 |
SellerType
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Individual(s) | |
|---|---|
| Lender/REO | 8247 |
| Unknown | 903 |
| Value | Count | Frequency (%) | |
| Individual(s) | 115897 | 92.7% | |
| Lender/REO | 8247 | 6.6% | |
| Unknown | 903 | 0.7% |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.75881868 |
| Min length | 7 |
SeniorHighSchoolName
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Unknown | |
|---|---|
| Plano Senior | |
| Planoeast | 8716 |
| Planowest | 8417 |
| Plano West | 5186 |
| Other values (16) | 5949 |
| Value | Count | Frequency (%) | |
| Unknown | 78728 | 63.0% | |
| Plano Senior | 18051 | 14.4% | |
| Planoeast | 8716 | 7.0% | |
| Planowest | 8417 | 6.7% | |
| Plano West | 5186 | 4.1% | |
| Plano East | 4074 | 3.3% | |
| Plano Sr | 1710 | 1.4% | |
| Centennial | 67 | 0.1% | |
| Frisco | 57 | < 0.1% | |
| Plano | 12 | < 0.1% | |
| Other values (11) | 29 | < 0.1% |
Length
| Max length | 12 |
|---|---|
| Median length | 7 |
| Mean length | 8.232520572 |
| Min length | 5 |
SqFtTotal
Real number (ℝ≥0)
| Distinct count | 4734 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2579.1859871084002 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5681.0 |
| Zeros | 34 |
| Zeros (%) | < 0.1% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1389 |
| Q1 | 1896 |
| median | 2416 |
| Q3 | 3145 |
| 95-th percentile | 4270 |
| Maximum | 5681 |
| Range | 5681 |
| Interquartile range (IQR) | 1249 |
Descriptive statistics
| Standard deviation | 905.0204282 |
|---|---|
| Coefficient of variation (CV) | 0.3508938218 |
| Kurtosis | 0.1202856612 |
| Mean | 2579.185987 |
| Median Absolute Deviation (MAD) | 599 |
| Skewness | 0.696199964 |
| Sum | 322519470.1 |
| Variance | 819061.9755 |
| Value | Count | Frequency (%) | |
| 2623.417724 | 1384 | 1.1% | |
| 1930 | 230 | 0.2% | |
| 2098 | 202 | 0.2% | |
| 1785 | 197 | 0.2% | |
| 1659 | 191 | 0.2% | |
| 1535 | 187 | 0.1% | |
| 1868 | 183 | 0.1% | |
| 1860 | 182 | 0.1% | |
| 2297 | 182 | 0.1% | |
| 1848 | 179 | 0.1% | |
| Other values (4724) | 121930 | 97.5% |
| Value | Count | Frequency (%) | |
| 0 | 34 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 219 | 1 | < 0.1% | |
| 520 | 1 | < 0.1% | |
| 525 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5681 | 3 | < 0.1% | |
| 5680 | 1 | < 0.1% | |
| 5678 | 1 | < 0.1% | |
| 5677 | 1 | < 0.1% | |
| 5676 | 1 | < 0.1% |
StreetDirPrefix
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Unknown | |
|---|---|
| N | 956 |
| W | 899 |
| S | 769 |
| E | 502 |
| Other values (3) | 12 |
| Value | Count | Frequency (%) | |
| Unknown | 121909 | 97.5% | |
| N | 956 | 0.8% | |
| W | 899 | 0.7% | |
| S | 769 | 0.6% | |
| E | 502 | 0.4% | |
| NW | 5 | < 0.1% | |
| NE | 4 | < 0.1% | |
| SW | 3 | < 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.849528577 |
| Min length | 1 |
StreetDirSuffix
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Unknown | |
|---|---|
| N | 153 |
| S | 137 |
| W | 101 |
| E | 71 |
| Other values (4) | 6 |
| Value | Count | Frequency (%) | |
| Unknown | 124579 | 99.6% | |
| N | 153 | 0.1% | |
| S | 137 | 0.1% | |
| W | 101 | 0.1% | |
| E | 71 | 0.1% | |
| NW | 3 | < 0.1% | |
| SE | 1 | < 0.1% | |
| NE | 1 | < 0.1% | |
| SW | 1 | < 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.977592425 |
| Min length | 1 |
| Distinct count | 15170 |
|---|---|
| Unique (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Park | 258 |
|---|---|
| Virginia Hills | 253 |
| Preston | 228 |
| Cross Bend | 202 |
| Hickory | 170 |
| Other values (15165) |
| Value | Count | Frequency (%) | |
| Park | 258 | 0.2% | |
| Virginia Hills | 253 | 0.2% | |
| Preston | 228 | 0.2% | |
| Cross Bend | 202 | 0.2% | |
| Hickory | 170 | 0.1% | |
| Spring Creek | 160 | 0.1% | |
| 14th | 135 | 0.1% | |
| Teakwood | 130 | 0.1% | |
| Scenic Ranch | 123 | 0.1% | |
| Mason | 115 | 0.1% | |
| Other values (15160) | 123273 | 98.6% |
Length
| Max length | 20 |
|---|---|
| Median length | 9 |
| Mean length | 8.921749422 |
| Min length | 1 |
| Distinct count | 10358 |
|---|---|
| Unique (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| 2601 | 306 |
|---|---|
| 575 | 273 |
| 3101 | 267 |
| 3801 | 261 |
| 2204 | 247 |
| Other values (10353) |
| Value | Count | Frequency (%) | |
| 2601 | 306 | 0.2% | |
| 575 | 273 | 0.2% | |
| 3101 | 267 | 0.2% | |
| 3801 | 261 | 0.2% | |
| 2204 | 247 | 0.2% | |
| 2400 | 230 | 0.2% | |
| 8400 | 227 | 0.2% | |
| 2524 | 213 | 0.2% | |
| 2200 | 204 | 0.2% | |
| 2500 | 196 | 0.2% | |
| Other values (10348) | 122623 | 98.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 4 |
| Mean length | 3.991619151 |
| Min length | 1 |
StreetSuffix
Categorical
| Distinct count | 45 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Drive | |
|---|---|
| Lane | |
| Unknown | |
| Court | 7906 |
| Trail | 5245 |
| Other values (40) |
| Value | Count | Frequency (%) | |
| Drive | 59775 | 47.8% | |
| Lane | 18690 | 14.9% | |
| Unknown | 13012 | 10.4% | |
| Court | 7906 | 6.3% | |
| Trail | 5245 | 4.2% | |
| Street | 4382 | 3.5% | |
| Road | 4347 | 3.5% | |
| Circle | 3051 | 2.4% | |
| Way | 3040 | 2.4% | |
| Place | 1794 | 1.4% | |
| Other values (35) | 3805 | 3.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.08092957 |
| Min length | 3 |
| Distinct count | 265 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Traditional | |
|---|---|
| Unknown | 10252 |
| Ranch | 2167 |
| Contemporary/Modern | 1655 |
| Ranch, Traditional | 1175 |
| Other values (260) | 5310 |
| Value | Count | Frequency (%) | |
| Traditional | 104488 | 83.6% | |
| Unknown | 10252 | 8.2% | |
| Ranch | 2167 | 1.7% | |
| Contemporary/Modern | 1655 | 1.3% | |
| Ranch, Traditional | 1175 | 0.9% | |
| Mediterranean | 689 | 0.6% | |
| Other | 486 | 0.4% | |
| Contemporary/Modern, Traditional | 421 | 0.3% | |
| Craftsman | 280 | 0.2% | |
| French | 268 | 0.2% | |
| Other values (255) | 3166 | 2.5% |
Length
| Max length | 98 |
|---|---|
| Median length | 11 |
| Mean length | 10.98237463 |
| Min length | 4 |
| Distinct count | 61975 |
|---|---|
| Unique (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 976.9 KiB |
| Unknown | |
|---|---|
| SPRING CREEK PARKWAY ESTATES W | 205 |
| WELLINGTON AT PRESTON MEADOWS | 122 |
| Spring Creek Parkway Estates W | 121 |
| LAKES OF PRESTON VINEYARDS VIL | 108 |
| Other values (61970) |
| Value | Count | Frequency (%) | |
| Unknown | 24030 | 19.2% | |
| SPRING CREEK PARKWAY ESTATES W | 205 | 0.2% | |
| WELLINGTON AT PRESTON MEADOWS | 122 | 0.1% | |
| Spring Creek Parkway Estates W | 121 | 0.1% | |
| LAKES OF PRESTON VINEYARDS VIL | 108 | 0.1% | |
| VILLAGES OF WHITE ROCK CREEK # | 98 | 0.1% | |
| VALOR POINTE - THE RESERVE AT WESTRIDGE PHASE | 88 | 0.1% | |
| BILTMORE SWIM & RACQUET CLUB # | 71 | 0.1% | |
| Wellington At Preston Meadows | 71 | 0.1% | |
| PLANTATION RESORT AUGUSTA FARM | 70 | 0.1% | |
| Other values (61965) | 100063 | 80.0% |
Length
| Max length | 50 |
|---|---|
| Median length | 30 |
| Mean length | 28.37799387 |
| Min length | 1 |
YearBuilt
Real number (ℝ≥0)
| Distinct count | 141 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1994.3325080608063 |
|---|---|
| Minimum | 1857.0 |
| Maximum | 2020.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 976.9 KiB |
Quantile statistics
| Minimum | 1857 |
|---|---|
| 5-th percentile | 1972 |
| Q1 | 1988 |
| median | 1997 |
| Q3 | 2003 |
| 95-th percentile | 2010 |
| Maximum | 2020 |
| Range | 163 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.95183265 |
|---|---|
| Coefficient of variation (CV) | 0.006494319576 |
| Kurtosis | 8.121040881 |
| Mean | 1994.332508 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -1.864597658 |
| Sum | 249385297.1 |
| Variance | 167.749969 |
| Value | Count | Frequency (%) | |
| 2005 | 5873 | 4.7% | |
| 1998 | 5782 | 4.6% | |
| 2001 | 5661 | 4.5% | |
| 2000 | 5631 | 4.5% | |
| 1999 | 5555 | 4.4% | |
| 2004 | 5515 | 4.4% | |
| 2006 | 5474 | 4.4% | |
| 1997 | 5184 | 4.1% | |
| 2003 | 4924 | 3.9% | |
| 1996 | 4861 | 3.9% | |
| Other values (131) | 70587 | 56.4% |
| Value | Count | Frequency (%) | |
| 1857 | 3 | < 0.1% | |
| 1860 | 2 | < 0.1% | |
| 1876 | 2 | < 0.1% | |
| 1877 | 1 | < 0.1% | |
| 1878 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2020 | 1 | < 0.1% | |
| 2019 | 11 | < 0.1% | |
| 2018 | 55 | < 0.1% | |
| 2017 | 190 | 0.2% | |
| 2016 | 368 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | PostalCode | BathsTotal | BedsTotal | City | CloseDate | ClosePrice | CurrentPrice | DOM | ElementarySchoolName | HighSchoolName | AssociationType | ListPrice | LotSize | MiddleSchoolName | MLSNumber | NumberOfDiningAreas | NumberOfLivingAreas | NumberOfStories | Occupancy | OriginalListPrice | ParkingSpacesGarage | PoolYN | PropertySubType | RATIO_ClosePrice_By_ListPrice | RATIO_ClosePrice_By_OriginalListPrice | RATIO_CurrentPrice_By_SQFT | SchoolDistrict | SellerType | SeniorHighSchoolName | SqFtTotal | StreetDirPrefix | StreetDirSuffix | StreetName | StreetNumber | StreetSuffix | ArchitecturalStyle | TaxLegalDescription | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 138 | 75093 | 2.0000 | 2.0 | Plano | 11/27/2002 | 153200.000000 | 153200.000000 | 48.896102 | Hightower | Vines | Mandatory | 153200.000000 | Condo/Townhome Lot | Frankford | 9308485.0 | 1.0 | 1.000000 | 1.0 | Vacant | 161000.0 | 1.000000 | False | RES-Condo | 1.00000 | 0.95155 | 124.550000 | Unknown | Unknown | Plano West | 1230.000000 | Unknown | Unknown | PRESTON RD. | 2524 | Unknown | Traditional | Unknown | 1995.0 |
| 1 | 552 | 75093 | 2.5546 | 5.0 | Plano | 10/25/2002 | 282180.736715 | 282184.764717 | 48.896102 | Centennial | Shepton | Mandatory | 288190.416558 | 1 Acre to 2.99 Acres | Renner | 9325434.0 | 2.0 | 4.000000 | 2.0 | Owner | 2700000.0 | 2.121943 | True | RES-Single Family | 0.90769 | 1.09259 | 104.633428 | Unknown | Individual(s) | Plano West | 2623.417724 | Unknown | Unknown | PREAKNESS LN | 5600 | Unknown | Traditional | Unknown | 1987.0 |
| 2 | 176 | 75093 | 2.0000 | 3.0 | Plano | 2/27/2003 | 176000.000000 | 176000.000000 | 48.896102 | Hightower | Shepton | Mandatory | 169400.000000 | Condo/Townhome Lot | Frankford | 9326879.0 | 1.0 | 1.000000 | 2.0 | Vacant | 147500.0 | 1.000000 | False | RES-Condo | 1.03896 | 1.19322 | 125.180000 | Unknown | Unknown | Plano West | 1406.000000 | Unknown | Unknown | PRESTON RD. | 2524 | Unknown | Traditional | Unknown | 1995.0 |
| 3 | 748 | 75093 | 2.1000 | 3.0 | Plano | 11/12/2002 | 390000.000000 | 390000.000000 | 48.896102 | Brinker | Shepton | Mandatory | 400000.000000 | Less Than .5 Acre (not Zero) | Renner | 9377660.0 | 2.0 | 2.000000 | 2.0 | Owner | 425000.0 | 2.000000 | False | RES-Single Family | 0.97500 | 0.91765 | 127.990000 | Unknown | Individual(s) | Plano West | 3047.000000 | Unknown | Unknown | SUTTON PL | 2145 | Unknown | Traditional | Unknown | 1994.0 |
| 4 | 380 | 75093 | 3.2000 | 5.0 | Plano | 1/23/2003 | 282180.736715 | 282184.764717 | 48.896102 | Barksdale | Shepton | Mandatory | 288190.416558 | 1 Acre to 2.99 Acres | Renner | 9388582.0 | 2.0 | 2.067197 | 2.0 | Owner | 1900000.0 | 2.000000 | True | RES-Single Family | 0.88908 | 0.81842 | 209.010000 | Unknown | Individual(s) | Plano West | 2623.417724 | Unknown | Unknown | RED WOLF LN | 5829 | Unknown | Traditional | Unknown | 1979.0 |
| 5 | 939 | 75070 | 4.0000 | 4.0 | McKinney | 10/30/2002 | 299000.000000 | 299000.000000 | 48.896102 | Valleycree | Mckinney | Mandatory | 325000.000000 | Less Than .5 Acre (not Zero) | Faubion | 9388720.0 | 2.0 | 3.000000 | 2.0 | Vacant | 360000.0 | 3.000000 | False | RES-Single Family | 0.92000 | 0.83056 | 76.080000 | Unknown | Individual(s) | Unknown | 3930.000000 | Unknown | Unknown | FOREST HILLS | 1815 | Unknown | Traditional | Unknown | 1982.0 |
| 6 | 358 | 75069 | 3.1000 | 4.0 | Fairview | 3/26/2003 | 625000.000000 | 625000.000000 | 48.896102 | Lovejoy | Allen | Mandatory | 655000.000000 | 1 Acre to 2.99 Acres | Curtis | 9393211.0 | 2.0 | 3.000000 | 2.0 | Tenant | 699000.0 | 3.000000 | True | RES-Single Family | 0.95420 | 0.89413 | 118.420000 | Unknown | Individual(s) | Unknown | 5278.000000 | Unknown | Unknown | COUNTRY TRL | 991 | Unknown | French, Traditional | Unknown | 1997.0 |
| 7 | 762 | 75078 | 3.1000 | 4.0 | Prosper | 12/10/2002 | 279590.000000 | 279590.000000 | 48.896102 | Prosper | Prosper | Mandatory | 289000.000000 | Less Than .5 Acre (not Zero) | Unknown | 9396513.0 | 2.0 | 3.000000 | 2.0 | Vacant | 296274.0 | 3.000000 | False | RES-Single Family | 0.96744 | 0.94369 | 79.380000 | Unknown | Individual(s) | Unknown | 3522.000000 | Unknown | Unknown | WILLOWGATE DRIVE | 910 | Unknown | Traditional | LOT 7 BLOCK OC | 2001.0 |
| 8 | 2954 | 75074 | 3.0000 | 4.0 | Plano | 11/5/2002 | 308000.000000 | 308000.000000 | 48.896102 | Dooley | Williams | None | 339000.000000 | 1 Acre to 2.99 Acres | Armstrong | 9396860.0 | 1.0 | 3.000000 | 1.0 | Owner | 359000.0 | 2.000000 | True | RES-Single Family | 0.90855 | 0.85794 | 101.450000 | Unknown | Individual(s) | Plano East | 3036.000000 | Unknown | Unknown | RIDGETOP LN | 3840 | Unknown | Traditional | Unknown | 1972.0 |
| 9 | 1410 | 75070 | 3.1000 | 4.0 | McKinney | 11/1/2002 | 559000.000000 | 559000.000000 | 48.896102 | Glen Oaks | Mckinney | Mandatory | 565000.000000 | Less Than .5 Acre (not Zero) | Dowell | 9397688.0 | 2.0 | 1.000000 | 1.0 | Owner | 645900.0 | 3.000000 | True | RES-Single Family | 0.98938 | 0.86546 | 159.710000 | Unknown | Individual(s) | Unknown | 3500.000000 | Unknown | Unknown | COTTON MILL ROAD | 1912 | Unknown | English | Unknown | 2001.0 |
Last rows
| df_index | PostalCode | BathsTotal | BedsTotal | City | CloseDate | ClosePrice | CurrentPrice | DOM | ElementarySchoolName | HighSchoolName | AssociationType | ListPrice | LotSize | MiddleSchoolName | MLSNumber | NumberOfDiningAreas | NumberOfLivingAreas | NumberOfStories | Occupancy | OriginalListPrice | ParkingSpacesGarage | PoolYN | PropertySubType | RATIO_ClosePrice_By_ListPrice | RATIO_ClosePrice_By_OriginalListPrice | RATIO_CurrentPrice_By_SQFT | SchoolDistrict | SellerType | SeniorHighSchoolName | SqFtTotal | StreetDirPrefix | StreetDirSuffix | StreetName | StreetNumber | StreetSuffix | ArchitecturalStyle | TaxLegalDescription | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 125037 | 205423 | 75074 | 2.1 | 3.0 | Plano | 4/23/2020 | 286000.0 | 286000.0 | 2.0 | Dooley | Mcmillen | None | 294900.0 | Less Than .5 Acre (not Zero) | Armstrong | 14308446.0 | 2.0 | 2.0 | 1.0 | Vacant | 294900.0 | 2.000000 | False | RES-Single Family | 0.96982 | 0.96982 | 124.46 | Plano ISD | Individual(s) | Plano East | 2298.0 | Unknown | Unknown | Country Club | 4309 | Drive | Traditional | LOS RIOS ADDITION PHASE I (CPL), BLK F, LOT 1 | 1978.0 |
| 125038 | 167143 | 75074 | 2.0 | 4.0 | Plano | 4/13/2020 | 170000.0 | 170000.0 | 8.0 | Aldridge | Clark | None | 185000.0 | Less Than .5 Acre (not Zero) | Armstrong | 14308999.0 | 1.0 | 1.0 | 1.0 | Unknown | 185000.0 | 2.000000 | False | RES-Single Family | 0.91892 | 0.91892 | 118.22 | Plano ISD | Individual(s) | Plano East | 1438.0 | Unknown | Unknown | Williamsburg | 1512 | Drive | Unknown | ARMSTRONG PARK NO 1 (CPL), BLK 2, LOT 10 | 1968.0 |
| 125039 | 198707 | 75072 | 2.0 | 4.0 | McKinney | 4/20/2020 | 376000.0 | 376000.0 | 3.0 | Valleycree | Mckinney | Mandatory | 385000.0 | Less Than .5 Acre (not Zero) | Faubion | 14309081.0 | 2.0 | 2.0 | 1.0 | Owner | 385000.0 | 2.000000 | True | RES-Single Family | 0.97662 | 0.97662 | 155.12 | McKinney ISD | Individual(s) | Unknown | 2424.0 | Unknown | Unknown | Sunset | 2817 | Ridge | Ranch | SUNSET RIDGE #2 (CMC), BLK M, LOT 26 | 1989.0 |
| 125040 | 172383 | 75093 | 2.1 | 4.0 | Plano | 4/17/2020 | 415000.0 | 415000.0 | 7.0 | Daffron | Jasper | None | 419000.0 | Less Than .5 Acre (not Zero) | Robinson | 14309257.0 | 1.0 | 2.0 | 1.0 | Vacant | 419000.0 | 2.000000 | False | RES-Single Family | 0.99045 | 0.99045 | 169.39 | Plano ISD | Individual(s) | Plano West | 2450.0 | Unknown | Unknown | Mcclary | 4105 | Drive | Traditional | HOMESTEAD SECTION ONE (CPL), BLK D, LOT 8 | 1981.0 |
| 125041 | 181887 | 75070 | 2.0 | 3.0 | McKinney | 4/22/2020 | 257500.0 | 257500.0 | 5.0 | Johnson | Mckinney | Mandatory | 255000.0 | Less Than .5 Acre (not Zero) | Evans | 14310390.0 | 2.0 | 1.0 | 1.0 | Owner | 255000.0 | 2.000000 | False | RES-Single Family | 1.00980 | 1.00980 | 160.54 | McKinney ISD | Individual(s) | Unknown | 1604.0 | Unknown | Unknown | Dark Forest | 6101 | Drive | Ranch, Traditional | PINE RIDGE ESTATES PHASE TWO (CMC), BLK J, LO | 2000.0 |
| 125042 | 198774 | 75074 | 2.0 | 3.0 | Plano | 4/14/2020 | 249900.0 | 249900.0 | 3.0 | Forman | Mcmillen | None | 249900.0 | Less Than .5 Acre (not Zero) | Armstrong | 14311028.0 | 1.0 | 1.0 | 1.0 | Vacant | 249900.0 | 2.000000 | False | RES-Single Family | 1.00000 | 1.00000 | 154.55 | Plano ISD | Individual(s) | Unknown | 1617.0 | Unknown | Unknown | Eastlane | 17 | Place | Other, Ranch, Traditional | RIDGEWOOD FIRST SECTION (CPL), BLK 22, LOT 17 | 1971.0 |
| 125043 | 205426 | 75074 | 2.1 | 3.0 | Plano | 4/17/2020 | 350000.0 | 350000.0 | 2.0 | Mccall | Williams | Mandatory | 350000.0 | Less Than .5 Acre (not Zero) | Bowman | 14311113.0 | 1.0 | 2.0 | 2.0 | Owner | 350000.0 | 2.000000 | False | RES-Single Family | 1.00000 | 1.00000 | 142.97 | Plano ISD | Individual(s) | Unknown | 2448.0 | Unknown | Unknown | Martello | 3013 | Lane | Contemporary/Modern | TIMBER BROOK NORTH PHASE II (CPL), BLK A, LOT | 2014.0 |
| 125044 | 194503 | 75023 | 2.0 | 3.0 | Plano | 4/14/2020 | 215000.0 | 215000.0 | 3.0 | Christie | Clark | None | 199999.0 | Less Than .5 Acre (not Zero) | Carpenter | 14313727.0 | 1.0 | 1.0 | 1.0 | Unknown | 199999.0 | 2.000000 | False | RES-Single Family | 1.07501 | 1.07501 | 104.02 | Plano ISD | Individual(s) | Plano Senior | 2067.0 | Unknown | Unknown | Sundown | 5016 | Drive | Traditional | TOWN WEST FOUR (CPL), BLK 12, LOT 12 | 1984.0 |
| 125045 | 211557 | 75070 | 2.0 | 3.0 | McKinney | 4/27/2020 | 284000.0 | 284000.0 | 0.0 | Ogle | Liberty | Mandatory | 295000.0 | Less Than .5 Acre (not Zero) | Scoggins | 14320220.0 | 2.0 | 1.0 | 1.0 | Owner | 295000.0 | 2.000000 | False | RES-Single Family | 0.96271 | 0.96271 | 148.93 | Frisco ISD | Individual(s) | Unknown | 1907.0 | Unknown | Unknown | Latigo | 8308 | Trail | Traditional | CRAIG RANCH NORTH PHASE 10 (CMC), BLK C, LOT | 2007.0 |
| 125046 | 196886 | 75069 | 1.0 | 2.0 | McKinney | 4/15/2020 | 203800.0 | 203800.0 | 3.0 | Caldwell | Mckinney | None | 199000.0 | Less Than .5 Acre (not Zero) | Faubion | 14320678.0 | 1.0 | 1.0 | 1.0 | Unknown | 199000.0 | 2.121943 | False | RES-Single Family | 1.02412 | 1.02412 | 147.15 | McKinney ISD | Individual(s) | Unknown | 1385.0 | W | Unknown | Virginia | 1103 | Unknown | Unknown | Unknown | 1950.0 |